Predictors of early visual outcome after endoscopic trans sphenoidal excision of pituitary adenomas
Bibliographic record
Abstract
BACKGROUND: Endoscopic transsphenoidal excision has revolutionized the surgical management of pituitary macroadenoma. There had been several retrospective studies on the factors determining the visual outcome after surgical excision of pituitary adenoma, but very few prospective studies were published in this context. This is a prospective study of the factors predicting visual outcome following endoscopic transsphenoidal excision of pituitary adenoma. Various factors like age, duration of visual symptoms, the volume of the tumour, suprasellar extension, parasellar extension, type of adenoma, pituitary apoplexy, completion of excision, fundoscopic changes, and preoperative visual deficits were studied. METHODS: Single centre prospective observational study done between November 2016 to December 2018. Thirty patients with pituitary macroadenoma who underwent trans nasal endoscopic excision were studied with preoperative and postoperative visual impairment score (VIS) and the visual outcome was categorized as a good outcome if there was more than 5% improvement in VIS and as worse otherwise. Various predictors that may influence the outcome were statistically compared. RESULTS: 83.3% of patients (n=25) showed improvement in their vision at 6months follow-up. Overall visual outcome (considering both parameters visual acuity and visual field together) was dependent on suprasellar extension (P=0.01), completion of excision (P=0.004), and primary optic atrophy (P=0.018). On subgroup analysis recovery in visual acuity was significantly determined by the preoperative tumour volume(P=0.041), suprasellar extension (P=0.006), completion of excision(P=0.003), and primary optic atrophy (P=0.013). The improvement in the field of vision depended on the severity of preoperative field defects (P=0.04) and completion of excision (P=0.01). CONCLUSIONS: The factors predicting the early visual outcome were the suprasellar extension, completion of excision, preoperative field deficits, and primary optic atrophy. This study highlights the importance of early and proper intervention in pituitary adenomas managed surgically to procure the desired result.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".